Start with one workflow: the right order for bringing AI into a company
You don’t need to change the whole company at once
The most common way AI adoption fails is trying to change every department at the same time: acquisition, customer service, quoting, orders and content all at once, every team adapting to a new tool, and not one process actually running end to end. The better order is the reverse. Pick the single workflow that matters most, costs the most time or most limits growth, and let AI do real work there first.
How to choose the first workflow
- Inquiry handling: high volume, slow replies, answers scattered across product files and colleagues’ heads.
- Quotes and PI: quoting lives in spreadsheets and verbal approvals; versions, margins and sign-offs are opaque.
- Proactive acquisition: the company depends entirely on marketplace inquiries and has no market signals or account research of its own.
- Follow-up: quotes go unanswered, trade-show cards are never worked, nobody notices when an old customer reaches a reorder cycle.
- Export documents: commercial invoice, packing list, certificate of origin, Form E and bill of lading are checked line by line by hand.
How the first workflow runs
Map the current process and the systems it touches, and model its objects — customers, products, inquiries, quotes, orders — in the enterprise ontology. Then let the AI employees for those roles enter the real workflow, recording response time, throughput and order outcomes from day one. Once it runs, turn what worked into skills and workflows. By then the question of which level you need — Foundation, Growth or Global Acquisition — usually answers itself.
People stay in the loop
The first workflow gets approval gates too. When a price, a margin, a formal quote or a key customer reply falls outside its authority, AI stops and asks. Delegate the work, keep the authority — a principle from the first workflow on, not something added after scale.
Tell us the one workflow you most want to improve: book a demo and we start there.
